autoclaw-cc/xiaohongshu-skills — GitHub trend

◂ BACK TO LEADERBOARD

FINDING #5515 · UNIT ID 1171809521

autoclaw-cc/xiaohongshu-skills

xiaohongshu-skills

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0105

ENGAGEMENT0.20

FRESHNESS1.41

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

9% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · S10

Growth Telemetry

VELOCITY /D

4.87

ACCEL

+0.03

RETENTION

54.6%

PEAK 2026-06-22 · FORK-RETENTION 0.0% · 146 STARS / WINDOW

Author Audience

AUDIENCE

423

FOLLOWERS

OWNER ★

1,883

Engagement Signals

FORKS

216

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 146 / 146 (DIVERSITY 1.00)

Why This Is A Finding

autoclaw-cc/xiaohongshu-skills собрал 146 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 423. Это даёт surprise-индекс 0.0105 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 12% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 12%

VELOCITY4.874.23+0.63ABOVE 55%

RETENTION54.6%29.4%+25.2 PPABOVE 90%

FORKS21692+124ABOVE 71%

SURPRISE0.010.01-0.00ABOVE 46%